invigorated - Story 76399 | Emotion Vectors in Gemma4-31B

He ran his fingers over the cover of *War and Peace*, the old leather warm beneath his touch. The quiet of his apartment was suddenly unbearable. He felt a tremor of anticipation.

A single sheet of paper fell free. It was a poem, a love letter penned decades ago. He read the words aloud, a smile playing on his lips. His chest felt lighter.

He threw open the window, breathing in the fresh air. The world was calling to him, a siren song of adventure and excitement. He felt an urge to create, to connect, to *become*.

Emotion: invigorated

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion invigorated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 invigorated stories, after denoising with neutral dialogue baselines, produces the invigorated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the invigorated vector is projected through the unembedding matrix.

Promoted:

`!`	0.452
`(!)`	0.439
`🎉`	0.434
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391